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Exp: 3-5 years;
Education: MTech / PhD in the area of AI/ML
Must have
- Proficiency in Python programming, debugging and code optimization
- Experience with machine learning and deep learning tools, libraries and frameworks like TensorFlow, Keras, OpenCV, CNTK, NLTK.
- Experience in developing at-least one Deep Learning application in Computer Vision
- Experience in developing and training DL models on GPUs and / or Cloud infrastructure
- Ability to run experiments scientifically and analyze results
- Experience in hosting DL applications in Embedded Systems and portable devices
- Good understanding of state-of-the-art CNNs, RNNs and Reinforcement Learning algorithms
- Good understanding of Machine Learning concepts like Regression, Cost/Loss Functions, Regularization, Bias/Variance tradeoff, Hyperparameter tuning
- Good understanding of Artificial Neural Networks like Back Propagation, Optimization functions, Activation functions
- Strong mathematical skills, specifically in Linear Algebra, Statistics and Probability Distributions
- Experience using Visulaization tools (like Matplotlib), interactive coding tools (like iPython, Jupyter), online code repos like Github
- Good communication skills
Nice to have
- Avionics domain knowledge
- Experience in certifying safety critical applications
- Research paper publications in national / international journals
Location: Hyderabad
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Company: Collins Aerospace
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